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idem-lab / epiwave.pipelines

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improve test type correction #34

Closed AugustHao closed 10 months ago

AugustHao commented 10 months ago

correcting for test type proportion using empirical proportion observations in the data can lead to volatility in days of anomalous proportions. Suggested improvement is to have a time-constant proportion multiplier for one test type over another, and have it learned through fitting. Need to think about this more to avoid identifiability issues

AugustHao commented 10 months ago

implementing a new thing with smoothed ratio parameter clamped at end of RAT reporting

AugustHao commented 10 months ago

done #46